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Set-based state estimation of nonlinear discrete-time systems using constrained zonotopes and polyhedral relaxations

Rego, Brenner S. et al.
arXiv (All) · Papers
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optimization-and-controlsystems-and-control
This paper presents a new algorithm for set-based state estimation of nonlinear discrete-time systems. A key step in such algorithms is to propagate a set (often a zonotope or constrained zonotope) through a nonlinear function. Existing methods accomplish this through conservative linearization proc
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